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most citedOver-the-Air Federated Edge Learning with Hierarchical Clustering

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cs.LG2022★ 1 cited

Over-the-Air Federated Edge Learning with Hierarchical Clustering

Ozan Aygün, Mohammad Kazemi, Deniz Gündüz +1

We examine federated learning (FL) with over-the-air (OTA) aggregation, where mobile users (MUs) aim to reach a consensus on a global model with the help of a parameter server (PS)…

cs.LG2021

Hierarchical Over-the-Air Federated Edge Learning

Ozan Aygün, Mohammad Kazemi, Deniz Gündüz +1

Federated learning (FL) over wireless communication channels, specifically, over-the-air (OTA) model aggregation framework is considered. In OTA wireless setups, the adverse channe…